Digital scope

Precision IoT sensors for soil and moisture, drone and satellite imagery, farm management systems (FMS), predictive yield models and provenance platforms for traceability.

Improvements & innovations

Migrate from manual records to automated telemetry and analytics. Implement predictive irrigation and fertilizer scheduling to lower inputs and improve yield. Integrate market signals for dynamic pricing and add provenance tracking for premium channels.

• Sensor-to-cloud telemetry
• Predictive irrigation
• Blockchain-enabled traceability
• Marketplace integration

Implementation notes & risks

Run a seasonal pilot on a subset of fields. Provide edge processing where connectivity is unreliable. Secure telemetry and provide farmer training to ensure adoption.

KPIs to track

Yield per hectare, water-use efficiency, input cost per yield, traceability coverage and supply-chain lead time.